Dataset statistics
| Number of variables | 20 |
|---|---|
| Number of observations | 1212 |
| Missing cells | 0 |
| Missing cells (%) | 0.0% |
| Duplicate rows | 0 |
| Duplicate rows (%) | 0.0% |
| Total size in memory | 189.5 KiB |
| Average record size in memory | 160.1 B |
Variable types
| NUM | 19 |
|---|---|
| BOOL | 1 |
Reproduction
| Analysis started | 2020-08-25 01:01:59.932536 |
|---|---|
| Analysis finished | 2020-08-25 01:02:57.181005 |
| Duration | 57.25 seconds |
| Version | pandas-profiling v2.8.0 |
| Command line | pandas_profiling --config_file config.yaml [YOUR_FILE.csv] |
| Download configuration | config.yaml |
X54 is highly correlated with X84 and 17 other fields | High correlation |
X84 is highly correlated with X54 and 17 other fields | High correlation |
X71 is highly correlated with X84 and 17 other fields | High correlation |
X46 is highly correlated with X84 and 17 other fields | High correlation |
X45 is highly correlated with X84 and 17 other fields | High correlation |
X40 is highly correlated with X84 and 17 other fields | High correlation |
X23 is highly correlated with X84 and 17 other fields | High correlation |
X81 is highly correlated with X84 and 17 other fields | High correlation |
X11 is highly correlated with X84 and 17 other fields | High correlation |
X1 is highly correlated with X84 and 17 other fields | High correlation |
X19 is highly correlated with X84 and 17 other fields | High correlation |
X31 is highly correlated with X84 and 17 other fields | High correlation |
X74 is highly correlated with X84 and 17 other fields | High correlation |
X34 is highly correlated with X84 and 17 other fields | High correlation |
X91 is highly correlated with X84 and 17 other fields | High correlation |
X5 is highly correlated with X84 and 17 other fields | High correlation |
X77 is highly correlated with X84 and 17 other fields | High correlation |
X78 is highly correlated with X84 and 17 other fields | High correlation |
X13 is highly correlated with X84 and 17 other fields | High correlation |
X84 has unique values | Unique |
X54 has unique values | Unique |
X71 has unique values | Unique |
X46 has unique values | Unique |
X45 has unique values | Unique |
X40 has unique values | Unique |
X23 has unique values | Unique |
X81 has unique values | Unique |
X11 has unique values | Unique |
X1 has unique values | Unique |
X19 has unique values | Unique |
X31 has unique values | Unique |
X74 has unique values | Unique |
X34 has unique values | Unique |
X91 has unique values | Unique |
X5 has unique values | Unique |
X77 has unique values | Unique |
X78 has unique values | Unique |
X13 has unique values | Unique |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8167.436142461635 |
|---|---|
| Minimum | 0.771986368 |
| Maximum | 140543.8669 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.771986368 |
|---|---|
| 5-th percentile | 1.68092589 |
| Q1 | 15.96273266 |
| median | 265.023127 |
| Q3 | 3955.903613 |
| 95-th percentile | 52784.12632 |
| Maximum | 140543.8669 |
| Range | 140543.0949 |
| Interquartile range (IQR) | 3939.94088 |
Descriptive statistics
| Standard deviation | 19510.22214 |
|---|---|
| Coefficient of variation (CV) | 2.388781718 |
| Kurtosis | 11.29022187 |
| Mean | 8167.436142 |
| Median Absolute Deviation (MAD) | 263.2727842 |
| Skewness | 3.266692744 |
| Sum | 9898932.605 |
| Variance | 380648768 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 12.95331807 | 1 | 0.1% | |
| 20752.32717 | 1 | 0.1% | |
| 2.784817315 | 1 | 0.1% | |
| 108.6991942 | 1 | 0.1% | |
| 63240.26001 | 1 | 0.1% | |
| 82.43708365 | 1 | 0.1% | |
| 1.540884136 | 1 | 0.1% | |
| 415.189135 | 1 | 0.1% | |
| 46.54441874 | 1 | 0.1% | |
| 36.64561164 | 1 | 0.1% | |
| 73.0769206 | 1 | 0.1% | |
| 1.781309183 | 1 | 0.1% | |
| 2383.712372 | 1 | 0.1% | |
| 1.563375227 | 1 | 0.1% | |
| 22088.25482 | 1 | 0.1% | |
| 108.9978303 | 1 | 0.1% | |
| 23579.14154 | 1 | 0.1% | |
| 70138.33465 | 1 | 0.1% | |
| 459.4854884 | 1 | 0.1% | |
| 506.8696101 | 1 | 0.1% | |
| 3121.675832 | 1 | 0.1% | |
| 332.2961255 | 1 | 0.1% | |
| 8.876834746 | 1 | 0.1% | |
| 1370.64641 | 1 | 0.1% | |
| 5856.700582 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.771986368 | 1 | 0.1% | |
| 0.901746511 | 1 | 0.1% | |
| 0.943657023 | 1 | 0.1% | |
| 0.949908461 | 1 | 0.1% | |
| 0.960970462 | 1 | 0.1% | |
| 0.991112865 | 1 | 0.1% | |
| 1.004752105 | 1 | 0.1% | |
| 1.005063398 | 1 | 0.1% | |
| 1.035162755 | 1 | 0.1% | |
| 1.047413158 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 140543.8669 | 1 | 0.1% | |
| 119032.8599 | 1 | 0.1% | |
| 116219.9156 | 1 | 0.1% | |
| 114105.0117 | 1 | 0.1% | |
| 112789.0823 | 1 | 0.1% | |
| 111245.2068 | 1 | 0.1% | |
| 106145.4187 | 1 | 0.1% | |
| 103555.2741 | 1 | 0.1% | |
| 102571.0795 | 1 | 0.1% | |
| 97588.28477 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8188.561937086222 |
|---|---|
| Minimum | 0.507163679 |
| Maximum | 119927.2279 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.507163679 |
|---|---|
| 5-th percentile | 1.691718648 |
| Q1 | 16.14741812 |
| median | 269.3136876 |
| Q3 | 3987.736026 |
| 95-th percentile | 52121.64055 |
| Maximum | 119927.2279 |
| Range | 119926.7207 |
| Interquartile range (IQR) | 3971.588608 |
Descriptive statistics
| Standard deviation | 19480.08813 |
|---|---|
| Coefficient of variation (CV) | 2.378938852 |
| Kurtosis | 10.79541971 |
| Mean | 8188.561937 |
| Median Absolute Deviation (MAD) | 267.5475551 |
| Skewness | 3.224076839 |
| Sum | 9924537.068 |
| Variance | 379473833.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 4.828389364 | 1 | 0.1% | |
| 1.268297344 | 1 | 0.1% | |
| 7.74975871 | 1 | 0.1% | |
| 21.88019138 | 1 | 0.1% | |
| 716.0115786 | 1 | 0.1% | |
| 1.687588495 | 1 | 0.1% | |
| 171.3753472 | 1 | 0.1% | |
| 1219.605816 | 1 | 0.1% | |
| 1534.345691 | 1 | 0.1% | |
| 20091.51702 | 1 | 0.1% | |
| 1.170628939 | 1 | 0.1% | |
| 42625.45331 | 1 | 0.1% | |
| 41.58290044 | 1 | 0.1% | |
| 33.86256402 | 1 | 0.1% | |
| 4.955108649 | 1 | 0.1% | |
| 975.6268108 | 1 | 0.1% | |
| 16.18659627 | 1 | 0.1% | |
| 2.485393075 | 1 | 0.1% | |
| 457.9065752 | 1 | 0.1% | |
| 2000.696644 | 1 | 0.1% | |
| 46.54441874 | 1 | 0.1% | |
| 263.1155467 | 1 | 0.1% | |
| 2.474683299 | 1 | 0.1% | |
| 34.20265371 | 1 | 0.1% | |
| 28812.35934 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.507163679 | 1 | 0.1% | |
| 0.822520979 | 1 | 0.1% | |
| 0.901764711 | 1 | 0.1% | |
| 0.926067964 | 1 | 0.1% | |
| 0.929943235 | 1 | 0.1% | |
| 0.958578804 | 1 | 0.1% | |
| 1.008856224 | 1 | 0.1% | |
| 1.036260546 | 1 | 0.1% | |
| 1.039125302 | 1 | 0.1% | |
| 1.050876399 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 119927.2279 | 1 | 0.1% | |
| 119020.5465 | 1 | 0.1% | |
| 114096.1218 | 1 | 0.1% | |
| 113460.8505 | 1 | 0.1% | |
| 112967.9423 | 1 | 0.1% | |
| 111576.2111 | 1 | 0.1% | |
| 110835.9734 | 1 | 0.1% | |
| 106376.9294 | 1 | 0.1% | |
| 103362.3601 | 1 | 0.1% | |
| 103066.0093 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8181.881944161699 |
|---|---|
| Minimum | 0.8235080359999999 |
| Maximum | 143760.5536 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.823508036 |
|---|---|
| 5-th percentile | 1.720053375 |
| Q1 | 15.49998553 |
| median | 271.9044105 |
| Q3 | 3971.828452 |
| 95-th percentile | 53406.59318 |
| Maximum | 143760.5536 |
| Range | 143759.7301 |
| Interquartile range (IQR) | 3956.328466 |
Descriptive statistics
| Standard deviation | 19502.1854 |
|---|---|
| Coefficient of variation (CV) | 2.383581862 |
| Kurtosis | 11.46252244 |
| Mean | 8181.881944 |
| Median Absolute Deviation (MAD) | 270.1311166 |
| Skewness | 3.267649577 |
| Sum | 9916440.916 |
| Variance | 380335235.4 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 28.14163679 | 1 | 0.1% | |
| 158.4251352 | 1 | 0.1% | |
| 1277.707759 | 1 | 0.1% | |
| 1772.292149 | 1 | 0.1% | |
| 486.5268648 | 1 | 0.1% | |
| 27.1344966 | 1 | 0.1% | |
| 2728.097835 | 1 | 0.1% | |
| 1315.515643 | 1 | 0.1% | |
| 797.0875009 | 1 | 0.1% | |
| 13800.83295 | 1 | 0.1% | |
| 6226.830484 | 1 | 0.1% | |
| 7839.743596 | 1 | 0.1% | |
| 760.2888959 | 1 | 0.1% | |
| 4.038828391 | 1 | 0.1% | |
| 686.9688672 | 1 | 0.1% | |
| 2.520639239 | 1 | 0.1% | |
| 31818.34767 | 1 | 0.1% | |
| 2.32038735 | 1 | 0.1% | |
| 4.224840927 | 1 | 0.1% | |
| 2.354040706 | 1 | 0.1% | |
| 113.9411823 | 1 | 0.1% | |
| 11751.52191 | 1 | 0.1% | |
| 321.3587843 | 1 | 0.1% | |
| 56.89212512 | 1 | 0.1% | |
| 1.942712133 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.823508036 | 1 | 0.1% | |
| 0.901747013 | 1 | 0.1% | |
| 0.943243805 | 1 | 0.1% | |
| 0.943620578 | 1 | 0.1% | |
| 0.983765994 | 1 | 0.1% | |
| 0.986039244 | 1 | 0.1% | |
| 0.986895098 | 1 | 0.1% | |
| 1.052031309 | 1 | 0.1% | |
| 1.063034453 | 1 | 0.1% | |
| 1.074511424 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 143760.5536 | 1 | 0.1% | |
| 127715.6494 | 1 | 0.1% | |
| 119032.5383 | 1 | 0.1% | |
| 114678.7821 | 1 | 0.1% | |
| 114104.8025 | 1 | 0.1% | |
| 112827.7296 | 1 | 0.1% | |
| 111250.0397 | 1 | 0.1% | |
| 99119.34535 | 1 | 0.1% | |
| 95341.75084 | 1 | 0.1% | |
| 94235.56975 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8204.998647892287 |
|---|---|
| Minimum | 0.798151935 |
| Maximum | 119675.3644 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.798151935 |
|---|---|
| 5-th percentile | 1.697549985 |
| Q1 | 16.03068769 |
| median | 265.7590838 |
| Q3 | 4005.42974 |
| 95-th percentile | 52387.88329 |
| Maximum | 119675.3644 |
| Range | 119674.5662 |
| Interquartile range (IQR) | 3989.399052 |
Descriptive statistics
| Standard deviation | 19469.24728 |
|---|---|
| Coefficient of variation (CV) | 2.372851979 |
| Kurtosis | 10.7120222 |
| Mean | 8204.998648 |
| Median Absolute Deviation (MAD) | 263.9711073 |
| Skewness | 3.208882857 |
| Sum | 9944458.361 |
| Variance | 379051589.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 42.83284042 | 1 | 0.1% | |
| 6779.726172 | 1 | 0.1% | |
| 18418.62865 | 1 | 0.1% | |
| 1047.600403 | 1 | 0.1% | |
| 8051.128225 | 1 | 0.1% | |
| 637.7994524 | 1 | 0.1% | |
| 2902.720522 | 1 | 0.1% | |
| 242.8680826 | 1 | 0.1% | |
| 7380.946586 | 1 | 0.1% | |
| 417.5983549 | 1 | 0.1% | |
| 13.26661663 | 1 | 0.1% | |
| 53.97095774 | 1 | 0.1% | |
| 6168.598523 | 1 | 0.1% | |
| 28.98053688 | 1 | 0.1% | |
| 186.2929094 | 1 | 0.1% | |
| 1.704355073 | 1 | 0.1% | |
| 16.09328794 | 1 | 0.1% | |
| 18.15527823 | 1 | 0.1% | |
| 1050.388069 | 1 | 0.1% | |
| 1.549784968 | 1 | 0.1% | |
| 40386.35569 | 1 | 0.1% | |
| 1.056078281 | 1 | 0.1% | |
| 44708.3292 | 1 | 0.1% | |
| 7059.897638 | 1 | 0.1% | |
| 17.37776278 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.798151935 | 1 | 0.1% | |
| 0.822520979 | 1 | 0.1% | |
| 0.851736191 | 1 | 0.1% | |
| 0.874664566 | 1 | 0.1% | |
| 0.897246459 | 1 | 0.1% | |
| 0.901842166 | 1 | 0.1% | |
| 0.917052778 | 1 | 0.1% | |
| 0.940804199 | 1 | 0.1% | |
| 0.946804959 | 1 | 0.1% | |
| 1.041492323 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 119675.3644 | 1 | 0.1% | |
| 118966.3815 | 1 | 0.1% | |
| 115232.3805 | 1 | 0.1% | |
| 114785.8678 | 1 | 0.1% | |
| 114054.4948 | 1 | 0.1% | |
| 113619.4113 | 1 | 0.1% | |
| 109515.6228 | 1 | 0.1% | |
| 106634.2444 | 1 | 0.1% | |
| 103096.6605 | 1 | 0.1% | |
| 97154.13668 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8208.584146361407 |
|---|---|
| Minimum | 0.7447297829999999 |
| Maximum | 119663.1426 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.744729783 |
|---|---|
| 5-th percentile | 1.70168867 |
| Q1 | 15.92128509 |
| median | 265.1073897 |
| Q3 | 4028.759644 |
| 95-th percentile | 52280.60226 |
| Maximum | 119663.1426 |
| Range | 119662.3979 |
| Interquartile range (IQR) | 4012.838359 |
Descriptive statistics
| Standard deviation | 19474.25184 |
|---|---|
| Coefficient of variation (CV) | 2.372425195 |
| Kurtosis | 10.67744671 |
| Mean | 8208.584146 |
| Median Absolute Deviation (MAD) | 263.3235661 |
| Skewness | 3.204321339 |
| Sum | 9948803.985 |
| Variance | 379246484.8 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 115.2633239 | 1 | 0.1% | |
| 31.79046412 | 1 | 0.1% | |
| 57.40355383 | 1 | 0.1% | |
| 3.881545616 | 1 | 0.1% | |
| 50.83388284 | 1 | 0.1% | |
| 1.188645064 | 1 | 0.1% | |
| 937.4196543 | 1 | 0.1% | |
| 6426.676376 | 1 | 0.1% | |
| 27027.1488 | 1 | 0.1% | |
| 161.7846076 | 1 | 0.1% | |
| 56967.35902 | 1 | 0.1% | |
| 1322.412622 | 1 | 0.1% | |
| 1425.465109 | 1 | 0.1% | |
| 33521.02851 | 1 | 0.1% | |
| 44224.50754 | 1 | 0.1% | |
| 37653.81752 | 1 | 0.1% | |
| 9.435235541 | 1 | 0.1% | |
| 1279.242378 | 1 | 0.1% | |
| 26282.74434 | 1 | 0.1% | |
| 4396.961796 | 1 | 0.1% | |
| 943.2556125 | 1 | 0.1% | |
| 103087.0028 | 1 | 0.1% | |
| 1.81034689 | 1 | 0.1% | |
| 20.93280187 | 1 | 0.1% | |
| 7686.982816 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.744729783 | 1 | 0.1% | |
| 0.85340103 | 1 | 0.1% | |
| 0.859237704 | 1 | 0.1% | |
| 0.886000859 | 1 | 0.1% | |
| 0.901864199 | 1 | 0.1% | |
| 0.904815787 | 1 | 0.1% | |
| 0.91617028 | 1 | 0.1% | |
| 0.916605492 | 1 | 0.1% | |
| 0.989039199 | 1 | 0.1% | |
| 1.041025598 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 119663.1426 | 1 | 0.1% | |
| 118950.7934 | 1 | 0.1% | |
| 115659.1805 | 1 | 0.1% | |
| 114886.4905 | 1 | 0.1% | |
| 114282.2987 | 1 | 0.1% | |
| 114042.2478 | 1 | 0.1% | |
| 109446.4995 | 1 | 0.1% | |
| 106647.1428 | 1 | 0.1% | |
| 103087.0028 | 1 | 0.1% | |
| 97164.70492 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8216.509605127336 |
|---|---|
| Minimum | 0.7121507979999999 |
| Maximum | 121647.6839 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.712150798 |
|---|---|
| 5-th percentile | 1.689206835 |
| Q1 | 16.04382192 |
| median | 267.850439 |
| Q3 | 4106.575267 |
| 95-th percentile | 53184.42072 |
| Maximum | 121647.6839 |
| Range | 121646.9717 |
| Interquartile range (IQR) | 4090.531445 |
Descriptive statistics
| Standard deviation | 19523.47426 |
|---|---|
| Coefficient of variation (CV) | 2.37612748 |
| Kurtosis | 10.85018906 |
| Mean | 8216.509605 |
| Median Absolute Deviation (MAD) | 266.0618738 |
| Skewness | 3.222116936 |
| Sum | 9958409.641 |
| Variance | 381166047.2 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 5390.802483 | 1 | 0.1% | |
| 5.406613754 | 1 | 0.1% | |
| 22198.27141 | 1 | 0.1% | |
| 79.37192404 | 1 | 0.1% | |
| 11770.15587 | 1 | 0.1% | |
| 402.7936856 | 1 | 0.1% | |
| 598.5770395 | 1 | 0.1% | |
| 35056.83695 | 1 | 0.1% | |
| 5076.739952 | 1 | 0.1% | |
| 42.56210185 | 1 | 0.1% | |
| 4067.750015 | 1 | 0.1% | |
| 627.9302169 | 1 | 0.1% | |
| 25997.31997 | 1 | 0.1% | |
| 866.2344735 | 1 | 0.1% | |
| 2.860223723 | 1 | 0.1% | |
| 2375.088207 | 1 | 0.1% | |
| 1.290807639 | 1 | 0.1% | |
| 7861.64951 | 1 | 0.1% | |
| 20.37681484 | 1 | 0.1% | |
| 148.2806015 | 1 | 0.1% | |
| 488.0121031 | 1 | 0.1% | |
| 1082.528134 | 1 | 0.1% | |
| 11198.77904 | 1 | 0.1% | |
| 11.23800624 | 1 | 0.1% | |
| 142.945781 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.712150798 | 1 | 0.1% | |
| 0.81096815 | 1 | 0.1% | |
| 0.88068314 | 1 | 0.1% | |
| 0.902078233 | 1 | 0.1% | |
| 0.91527937 | 1 | 0.1% | |
| 0.941155382 | 1 | 0.1% | |
| 0.971670796 | 1 | 0.1% | |
| 1.03042134 | 1 | 0.1% | |
| 1.036260546 | 1 | 0.1% | |
| 1.039640206 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 121647.6839 | 1 | 0.1% | |
| 119627.2936 | 1 | 0.1% | |
| 119204.6316 | 1 | 0.1% | |
| 118797.6092 | 1 | 0.1% | |
| 115201.3213 | 1 | 0.1% | |
| 113919.2208 | 1 | 0.1% | |
| 109236.1182 | 1 | 0.1% | |
| 106685.5754 | 1 | 0.1% | |
| 103062.2153 | 1 | 0.1% | |
| 97191.26201 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8142.393498989483 |
|---|---|
| Minimum | 0.912984035 |
| Maximum | 140047.5877 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.912984035 |
|---|---|
| 5-th percentile | 1.721736997 |
| Q1 | 15.88112002 |
| median | 265.3106618 |
| Q3 | 4059.903915 |
| 95-th percentile | 53040.77698 |
| Maximum | 140047.5877 |
| Range | 140046.6747 |
| Interquartile range (IQR) | 4044.022795 |
Descriptive statistics
| Standard deviation | 19432.26948 |
|---|---|
| Coefficient of variation (CV) | 2.386554946 |
| Kurtosis | 11.39898707 |
| Mean | 8142.393499 |
| Median Absolute Deviation (MAD) | 263.5689387 |
| Skewness | 3.278452204 |
| Sum | 9868580.921 |
| Variance | 377613097.1 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 815.0235143 | 1 | 0.1% | |
| 2.331742601 | 1 | 0.1% | |
| 12.38424041 | 1 | 0.1% | |
| 13.81831714 | 1 | 0.1% | |
| 7.325488757 | 1 | 0.1% | |
| 7.268302464 | 1 | 0.1% | |
| 33257.43609 | 1 | 0.1% | |
| 111503.9249 | 1 | 0.1% | |
| 41.98488965 | 1 | 0.1% | |
| 1504.750071 | 1 | 0.1% | |
| 1120.47766 | 1 | 0.1% | |
| 7086.285722 | 1 | 0.1% | |
| 486.4466359 | 1 | 0.1% | |
| 7754.269204 | 1 | 0.1% | |
| 6373.30968 | 1 | 0.1% | |
| 13783.05367 | 1 | 0.1% | |
| 15365.46129 | 1 | 0.1% | |
| 1.721672783 | 1 | 0.1% | |
| 5869.165054 | 1 | 0.1% | |
| 11194.5943 | 1 | 0.1% | |
| 1411.934646 | 1 | 0.1% | |
| 5.955674738 | 1 | 0.1% | |
| 619.9337627 | 1 | 0.1% | |
| 178.5546085 | 1 | 0.1% | |
| 1.188257475 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.912984035 | 1 | 0.1% | |
| 0.914449308 | 1 | 0.1% | |
| 0.925278298 | 1 | 0.1% | |
| 0.936184018 | 1 | 0.1% | |
| 0.989879735 | 1 | 0.1% | |
| 1.005354635 | 1 | 0.1% | |
| 1.03877012 | 1 | 0.1% | |
| 1.042909782 | 1 | 0.1% | |
| 1.047371613 | 1 | 0.1% | |
| 1.067931711 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 140047.5877 | 1 | 0.1% | |
| 119605.5285 | 1 | 0.1% | |
| 115431.4919 | 1 | 0.1% | |
| 111503.9249 | 1 | 0.1% | |
| 110592.7039 | 1 | 0.1% | |
| 109094.1546 | 1 | 0.1% | |
| 106709.9762 | 1 | 0.1% | |
| 106669.3828 | 1 | 0.1% | |
| 103051.8182 | 1 | 0.1% | |
| 99133.08684 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8141.0270213382655 |
|---|---|
| Minimum | 0.897123428 |
| Maximum | 156595.2885 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.897123428 |
|---|---|
| 5-th percentile | 1.719403509 |
| Q1 | 15.85261739 |
| median | 271.8055975 |
| Q3 | 3974.130047 |
| 95-th percentile | 52123.62095 |
| Maximum | 156595.2885 |
| Range | 156594.3914 |
| Interquartile range (IQR) | 3958.277429 |
Descriptive statistics
| Standard deviation | 19461.66711 |
|---|---|
| Coefficient of variation (CV) | 2.390566578 |
| Kurtosis | 12.08102519 |
| Mean | 8141.027021 |
| Median Absolute Deviation (MAD) | 270.0522005 |
| Skewness | 3.321011975 |
| Sum | 9866924.75 |
| Variance | 378756486.5 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 33.86506949 | 1 | 0.1% | |
| 20.24150624 | 1 | 0.1% | |
| 67.00800605 | 1 | 0.1% | |
| 17453.14891 | 1 | 0.1% | |
| 84564.90298 | 1 | 0.1% | |
| 326.4084326 | 1 | 0.1% | |
| 222.7643778 | 1 | 0.1% | |
| 47558.01589 | 1 | 0.1% | |
| 41999.94904 | 1 | 0.1% | |
| 14.78596232 | 1 | 0.1% | |
| 30641.69398 | 1 | 0.1% | |
| 390.7318994 | 1 | 0.1% | |
| 10851.67225 | 1 | 0.1% | |
| 4.002786987 | 1 | 0.1% | |
| 500.410322 | 1 | 0.1% | |
| 4.424859948 | 1 | 0.1% | |
| 77.85984912 | 1 | 0.1% | |
| 18.20892343 | 1 | 0.1% | |
| 92667.08634 | 1 | 0.1% | |
| 2657.460161 | 1 | 0.1% | |
| 32.0022015 | 1 | 0.1% | |
| 26257.39125 | 1 | 0.1% | |
| 1534.246675 | 1 | 0.1% | |
| 15459.87907 | 1 | 0.1% | |
| 485.0994636 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.897123428 | 1 | 0.1% | |
| 0.901746542 | 1 | 0.1% | |
| 0.921442971 | 1 | 0.1% | |
| 0.926598627 | 1 | 0.1% | |
| 0.94363011 | 1 | 0.1% | |
| 0.965747082 | 1 | 0.1% | |
| 0.976356969 | 1 | 0.1% | |
| 0.990782612 | 1 | 0.1% | |
| 1.003771111 | 1 | 0.1% | |
| 1.047622576 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 156595.2885 | 1 | 0.1% | |
| 121170.1714 | 1 | 0.1% | |
| 119032.8403 | 1 | 0.1% | |
| 114104.9996 | 1 | 0.1% | |
| 112792.4657 | 1 | 0.1% | |
| 111245.4311 | 1 | 0.1% | |
| 104090.9262 | 1 | 0.1% | |
| 100173.762 | 1 | 0.1% | |
| 99298.11628 | 1 | 0.1% | |
| 94238.04591 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8159.055353800583 |
|---|---|
| Minimum | 0.914416336 |
| Maximum | 119604.7196 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.914416336 |
|---|---|
| 5-th percentile | 1.697336336 |
| Q1 | 16.17488528 |
| median | 264.3078542 |
| Q3 | 4041.060624 |
| 95-th percentile | 51589.59824 |
| Maximum | 119604.7196 |
| Range | 119603.8052 |
| Interquartile range (IQR) | 4024.885739 |
Descriptive statistics
| Standard deviation | 19311.27144 |
|---|---|
| Coefficient of variation (CV) | 2.366851382 |
| Kurtosis | 10.67374579 |
| Mean | 8159.055354 |
| Median Absolute Deviation (MAD) | 262.5259666 |
| Skewness | 3.204078944 |
| Sum | 9888775.089 |
| Variance | 372925204.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 15.02050424 | 1 | 0.1% | |
| 32297.51694 | 1 | 0.1% | |
| 18.6261744 | 1 | 0.1% | |
| 35.39243734 | 1 | 0.1% | |
| 7177.436611 | 1 | 0.1% | |
| 34998.01785 | 1 | 0.1% | |
| 32912.73798 | 1 | 0.1% | |
| 14.74316312 | 1 | 0.1% | |
| 213.533183 | 1 | 0.1% | |
| 41965.60972 | 1 | 0.1% | |
| 2.280987563 | 1 | 0.1% | |
| 1.689545224 | 1 | 0.1% | |
| 5076.610048 | 1 | 0.1% | |
| 215.089068 | 1 | 0.1% | |
| 32.01874431 | 1 | 0.1% | |
| 4442.832619 | 1 | 0.1% | |
| 22342.84089 | 1 | 0.1% | |
| 140.7440666 | 1 | 0.1% | |
| 1475.821725 | 1 | 0.1% | |
| 19.12238446 | 1 | 0.1% | |
| 104.2280464 | 1 | 0.1% | |
| 964.240175 | 1 | 0.1% | |
| 89.96084273 | 1 | 0.1% | |
| 28377.01778 | 1 | 0.1% | |
| 514.8691216 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.914416336 | 1 | 0.1% | |
| 0.943022374 | 1 | 0.1% | |
| 0.990991396 | 1 | 0.1% | |
| 0.9913651 | 1 | 0.1% | |
| 1.006605582 | 1 | 0.1% | |
| 1.038735304 | 1 | 0.1% | |
| 1.042918654 | 1 | 0.1% | |
| 1.047232183 | 1 | 0.1% | |
| 1.076818476 | 1 | 0.1% | |
| 1.079625857 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 119604.7196 | 1 | 0.1% | |
| 116748.9095 | 1 | 0.1% | |
| 115444.2038 | 1 | 0.1% | |
| 113493.8184 | 1 | 0.1% | |
| 111258.491 | 1 | 0.1% | |
| 109287.578 | 1 | 0.1% | |
| 109087.5277 | 1 | 0.1% | |
| 106710.9758 | 1 | 0.1% | |
| 103051.6536 | 1 | 0.1% | |
| 97201.92826 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8200.620175171687 |
|---|---|
| Minimum | 0.912984035 |
| Maximum | 119604.6409 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.912984035 |
|---|---|
| 5-th percentile | 1.740418932 |
| Q1 | 15.95210131 |
| median | 265.3010681 |
| Q3 | 4026.890054 |
| 95-th percentile | 52366.59873 |
| Maximum | 119604.6409 |
| Range | 119603.7279 |
| Interquartile range (IQR) | 4010.937953 |
Descriptive statistics
| Standard deviation | 19445.48026 |
|---|---|
| Coefficient of variation (CV) | 2.371220694 |
| Kurtosis | 10.64398545 |
| Mean | 8200.620175 |
| Median Absolute Deviation (MAD) | 263.5250277 |
| Skewness | 3.203462214 |
| Sum | 9939151.652 |
| Variance | 378126702.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 12.04703195 | 1 | 0.1% | |
| 15.17870946 | 1 | 0.1% | |
| 1.519037413 | 1 | 0.1% | |
| 1446.706764 | 1 | 0.1% | |
| 4.656180669 | 1 | 0.1% | |
| 906.8371072 | 1 | 0.1% | |
| 772.4111461 | 1 | 0.1% | |
| 64.33943979 | 1 | 0.1% | |
| 9.382343592 | 1 | 0.1% | |
| 2.863454827 | 1 | 0.1% | |
| 2630.044266 | 1 | 0.1% | |
| 20.55081171 | 1 | 0.1% | |
| 561.1343908 | 1 | 0.1% | |
| 20742.86908 | 1 | 0.1% | |
| 641.53163 | 1 | 0.1% | |
| 23.57475558 | 1 | 0.1% | |
| 9159.760165 | 1 | 0.1% | |
| 10276.09726 | 1 | 0.1% | |
| 2017.679139 | 1 | 0.1% | |
| 35.49550835 | 1 | 0.1% | |
| 3.64888035 | 1 | 0.1% | |
| 12.95384768 | 1 | 0.1% | |
| 14.78298619 | 1 | 0.1% | |
| 82.44356039 | 1 | 0.1% | |
| 60572.00625 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.912984035 | 1 | 0.1% | |
| 0.914412973 | 1 | 0.1% | |
| 0.943600652 | 1 | 0.1% | |
| 0.991490595 | 1 | 0.1% | |
| 1.006727176 | 1 | 0.1% | |
| 1.038731735 | 1 | 0.1% | |
| 1.042919494 | 1 | 0.1% | |
| 1.047225413 | 1 | 0.1% | |
| 1.077846998 | 1 | 0.1% | |
| 1.079641804 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 119604.6409 | 1 | 0.1% | |
| 118358.5714 | 1 | 0.1% | |
| 115445.843 | 1 | 0.1% | |
| 113578.8866 | 1 | 0.1% | |
| 113555.0927 | 1 | 0.1% | |
| 111246.1516 | 1 | 0.1% | |
| 109086.7698 | 1 | 0.1% | |
| 106711.08 | 1 | 0.1% | |
| 103051.6448 | 1 | 0.1% | |
| 97201.93525 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8125.028409309882 |
|---|---|
| Minimum | 0.914429941 |
| Maximum | 127121.4806 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.914429941 |
|---|---|
| 5-th percentile | 1.735276471 |
| Q1 | 15.90739338 |
| median | 264.3111034 |
| Q3 | 4145.893599 |
| 95-th percentile | 52597.51986 |
| Maximum | 127121.4806 |
| Range | 127120.5662 |
| Interquartile range (IQR) | 4129.986205 |
Descriptive statistics
| Standard deviation | 19273.57605 |
|---|---|
| Coefficient of variation (CV) | 2.372124142 |
| Kurtosis | 10.81443296 |
| Mean | 8125.028409 |
| Median Absolute Deviation (MAD) | 262.5272891 |
| Skewness | 3.219313137 |
| Sum | 9847534.432 |
| Variance | 371470733.7 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 6890.754242 | 1 | 0.1% | |
| 1312.779667 | 1 | 0.1% | |
| 39.5229588 | 1 | 0.1% | |
| 5.406608983 | 1 | 0.1% | |
| 38631.64955 | 1 | 0.1% | |
| 3.343803293 | 1 | 0.1% | |
| 73247.51101 | 1 | 0.1% | |
| 10.61208111 | 1 | 0.1% | |
| 38.79858149 | 1 | 0.1% | |
| 1029.333904 | 1 | 0.1% | |
| 210.4762791 | 1 | 0.1% | |
| 3520.679152 | 1 | 0.1% | |
| 1063.666937 | 1 | 0.1% | |
| 5.061457665 | 1 | 0.1% | |
| 55310.36218 | 1 | 0.1% | |
| 400.7763337 | 1 | 0.1% | |
| 775.2533493 | 1 | 0.1% | |
| 237.4800215 | 1 | 0.1% | |
| 92676.50882 | 1 | 0.1% | |
| 922.5867748 | 1 | 0.1% | |
| 192.3685378 | 1 | 0.1% | |
| 13320.14796 | 1 | 0.1% | |
| 10.44998711 | 1 | 0.1% | |
| 29.62708714 | 1 | 0.1% | |
| 59863.90106 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.914429941 | 1 | 0.1% | |
| 0.925278298 | 1 | 0.1% | |
| 0.92748814 | 1 | 0.1% | |
| 0.940340043 | 1 | 0.1% | |
| 0.990782612 | 1 | 0.1% | |
| 1.006095999 | 1 | 0.1% | |
| 1.012034096 | 1 | 0.1% | |
| 1.03874969 | 1 | 0.1% | |
| 1.042915066 | 1 | 0.1% | |
| 1.047278987 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 127121.4806 | 1 | 0.1% | |
| 119605.0491 | 1 | 0.1% | |
| 115438.6228 | 1 | 0.1% | |
| 111341.7057 | 1 | 0.1% | |
| 109090.347 | 1 | 0.1% | |
| 106710.5609 | 1 | 0.1% | |
| 105858.5001 | 1 | 0.1% | |
| 103051.7103 | 1 | 0.1% | |
| 99436.21946 | 1 | 0.1% | |
| 97201.87971 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8232.930674393823 |
|---|---|
| Minimum | 0.903888097 |
| Maximum | 140047.5877 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.903888097 |
|---|---|
| 5-th percentile | 1.692049285 |
| Q1 | 16.42856558 |
| median | 264.3734903 |
| Q3 | 3996.557818 |
| 95-th percentile | 53508.88455 |
| Maximum | 140047.5877 |
| Range | 140046.6838 |
| Interquartile range (IQR) | 3980.129252 |
Descriptive statistics
| Standard deviation | 19682.28585 |
|---|---|
| Coefficient of variation (CV) | 2.390677953 |
| Kurtosis | 11.38169886 |
| Mean | 8232.930674 |
| Median Absolute Deviation (MAD) | 262.5661302 |
| Skewness | 3.275508062 |
| Sum | 9978311.977 |
| Variance | 387392376.4 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 24.3133696 | 1 | 0.1% | |
| 11.43766721 | 1 | 0.1% | |
| 161.7846076 | 1 | 0.1% | |
| 655.400527 | 1 | 0.1% | |
| 25643.412 | 1 | 0.1% | |
| 2372.160492 | 1 | 0.1% | |
| 4.457253535 | 1 | 0.1% | |
| 45701.93401 | 1 | 0.1% | |
| 486.5021525 | 1 | 0.1% | |
| 64.38021718 | 1 | 0.1% | |
| 1.078548568 | 1 | 0.1% | |
| 3.097682724 | 1 | 0.1% | |
| 88150.79795 | 1 | 0.1% | |
| 109117.369 | 1 | 0.1% | |
| 22723.51006 | 1 | 0.1% | |
| 4.395563868 | 1 | 0.1% | |
| 6.611919295 | 1 | 0.1% | |
| 54214.53894 | 1 | 0.1% | |
| 21.09690761 | 1 | 0.1% | |
| 20.55163749 | 1 | 0.1% | |
| 669.629658 | 1 | 0.1% | |
| 2905.196008 | 1 | 0.1% | |
| 1.430422128 | 1 | 0.1% | |
| 2637.10984 | 1 | 0.1% | |
| 1114.045777 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.903888097 | 1 | 0.1% | |
| 0.906001982 | 1 | 0.1% | |
| 0.914575491 | 1 | 0.1% | |
| 0.983319388 | 1 | 0.1% | |
| 0.991103773 | 1 | 0.1% | |
| 1.000388766 | 1 | 0.1% | |
| 1.018928947 | 1 | 0.1% | |
| 1.037083298 | 1 | 0.1% | |
| 1.038902827 | 1 | 0.1% | |
| 1.042873832 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 140047.5877 | 1 | 0.1% | |
| 119608.7384 | 1 | 0.1% | |
| 117467.2468 | 1 | 0.1% | |
| 115390.9163 | 1 | 0.1% | |
| 114850.9799 | 1 | 0.1% | |
| 113101.1985 | 1 | 0.1% | |
| 112794.9012 | 1 | 0.1% | |
| 109117.369 | 1 | 0.1% | |
| 106706.2146 | 1 | 0.1% | |
| 103052.8469 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8132.681440507841 |
|---|---|
| Minimum | 0.866256158 |
| Maximum | 150420.3424 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.866256158 |
|---|---|
| 5-th percentile | 1.738578806 |
| Q1 | 15.31983722 |
| median | 267.6597565 |
| Q3 | 3901.336493 |
| 95-th percentile | 52123.60597 |
| Maximum | 150420.3424 |
| Range | 150419.4761 |
| Interquartile range (IQR) | 3886.016656 |
Descriptive statistics
| Standard deviation | 19376.58171 |
|---|---|
| Coefficient of variation (CV) | 2.382557567 |
| Kurtosis | 11.94614196 |
| Mean | 8132.681441 |
| Median Absolute Deviation (MAD) | 265.894853 |
| Skewness | 3.299104056 |
| Sum | 9856809.906 |
| Variance | 375451918.6 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 850.2904888 | 1 | 0.1% | |
| 29370.52903 | 1 | 0.1% | |
| 1.873058649 | 1 | 0.1% | |
| 339.6910623 | 1 | 0.1% | |
| 10133.46138 | 1 | 0.1% | |
| 2.568960701 | 1 | 0.1% | |
| 10920.01555 | 1 | 0.1% | |
| 19.08621748 | 1 | 0.1% | |
| 93537.56559 | 1 | 0.1% | |
| 47.69902692 | 1 | 0.1% | |
| 63632.15912 | 1 | 0.1% | |
| 154.3998362 | 1 | 0.1% | |
| 44.38256068 | 1 | 0.1% | |
| 62436.45088 | 1 | 0.1% | |
| 1.456918063 | 1 | 0.1% | |
| 5649.92501 | 1 | 0.1% | |
| 123.2004624 | 1 | 0.1% | |
| 50.37970188 | 1 | 0.1% | |
| 609.5216374 | 1 | 0.1% | |
| 89866.48891 | 1 | 0.1% | |
| 2.383531756 | 1 | 0.1% | |
| 74.71825819 | 1 | 0.1% | |
| 68.25098724 | 1 | 0.1% | |
| 33988.86546 | 1 | 0.1% | |
| 9.789020832 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.866256158 | 1 | 0.1% | |
| 0.888063501 | 1 | 0.1% | |
| 0.901746763 | 1 | 0.1% | |
| 0.943446101 | 1 | 0.1% | |
| 0.980552627 | 1 | 0.1% | |
| 0.988523599 | 1 | 0.1% | |
| 0.995511826 | 1 | 0.1% | |
| 1.04660898 | 1 | 0.1% | |
| 1.049500798 | 1 | 0.1% | |
| 1.075960449 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 150420.3424 | 1 | 0.1% | |
| 133933.3269 | 1 | 0.1% | |
| 119032.6994 | 1 | 0.1% | |
| 114104.909 | 1 | 0.1% | |
| 112810.8594 | 1 | 0.1% | |
| 111247.4086 | 1 | 0.1% | |
| 108686.0875 | 1 | 0.1% | |
| 94236.83109 | 1 | 0.1% | |
| 93537.56559 | 1 | 0.1% | |
| 92564.14005 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8243.018362674782 |
|---|---|
| Minimum | 0.7382668040000001 |
| Maximum | 129620.4579 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.738266804 |
|---|---|
| 5-th percentile | 1.674142767 |
| Q1 | 16.04634781 |
| median | 264.442365 |
| Q3 | 3969.950139 |
| 95-th percentile | 53594.29201 |
| Maximum | 129620.4579 |
| Range | 129619.7196 |
| Interquartile range (IQR) | 3953.903791 |
Descriptive statistics
| Standard deviation | 19621.86642 |
|---|---|
| Coefficient of variation (CV) | 2.380422505 |
| Kurtosis | 10.91596381 |
| Mean | 8243.018363 |
| Median Absolute Deviation (MAD) | 262.6506477 |
| Skewness | 3.230527109 |
| Sum | 9990538.256 |
| Variance | 385017641.8 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 16047.06409 | 1 | 0.1% | |
| 4448.308167 | 1 | 0.1% | |
| 44.46953512 | 1 | 0.1% | |
| 4.522421569 | 1 | 0.1% | |
| 3479.01716 | 1 | 0.1% | |
| 33.25367476 | 1 | 0.1% | |
| 3.591480469 | 1 | 0.1% | |
| 2.967510044 | 1 | 0.1% | |
| 14142.34546 | 1 | 0.1% | |
| 919.8104604 | 1 | 0.1% | |
| 21.88019138 | 1 | 0.1% | |
| 1.154209505 | 1 | 0.1% | |
| 1.566363364 | 1 | 0.1% | |
| 5076.803273 | 1 | 0.1% | |
| 1374.966424 | 1 | 0.1% | |
| 490.3730577 | 1 | 0.1% | |
| 424.9736015 | 1 | 0.1% | |
| 16.05167361 | 1 | 0.1% | |
| 168.1750395 | 1 | 0.1% | |
| 85.95370092 | 1 | 0.1% | |
| 3052.94584 | 1 | 0.1% | |
| 3.501743086 | 1 | 0.1% | |
| 1.47846442 | 1 | 0.1% | |
| 2.624290306 | 1 | 0.1% | |
| 56.88227776 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.738266804 | 1 | 0.1% | |
| 0.874664566 | 1 | 0.1% | |
| 0.902896664 | 1 | 0.1% | |
| 0.914697048 | 1 | 0.1% | |
| 0.921485064 | 1 | 0.1% | |
| 0.976505467 | 1 | 0.1% | |
| 0.995511826 | 1 | 0.1% | |
| 1.008856224 | 1 | 0.1% | |
| 1.039030401 | 1 | 0.1% | |
| 1.042838144 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 129620.4579 | 1 | 0.1% | |
| 119611.8901 | 1 | 0.1% | |
| 118200.5096 | 1 | 0.1% | |
| 115355.4011 | 1 | 0.1% | |
| 115130.2509 | 1 | 0.1% | |
| 113421.8059 | 1 | 0.1% | |
| 109138.7134 | 1 | 0.1% | |
| 106702.6229 | 1 | 0.1% | |
| 103054.1264 | 1 | 0.1% | |
| 101703.4711 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8215.015053931147 |
|---|---|
| Minimum | 0.901746483 |
| Maximum | 125154.9912 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.901746483 |
|---|---|
| 5-th percentile | 1.739924148 |
| Q1 | 16.23152212 |
| median | 264.2900967 |
| Q3 | 3993.041762 |
| 95-th percentile | 52748.19389 |
| Maximum | 125154.9912 |
| Range | 125154.0895 |
| Interquartile range (IQR) | 3976.81024 |
Descriptive statistics
| Standard deviation | 19539.64692 |
|---|---|
| Coefficient of variation (CV) | 2.378528437 |
| Kurtosis | 10.6965526 |
| Mean | 8215.015054 |
| Median Absolute Deviation (MAD) | 262.5178706 |
| Skewness | 3.211208087 |
| Sum | 9956598.245 |
| Variance | 381797801.8 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 10.43757482 | 1 | 0.1% | |
| 11452.53951 | 1 | 0.1% | |
| 4.882856162 | 1 | 0.1% | |
| 6.009433148 | 1 | 0.1% | |
| 4082.724572 | 1 | 0.1% | |
| 20000.3654 | 1 | 0.1% | |
| 1.942781108 | 1 | 0.1% | |
| 61.47233035 | 1 | 0.1% | |
| 2470.621092 | 1 | 0.1% | |
| 2.684003696 | 1 | 0.1% | |
| 598.1678127 | 1 | 0.1% | |
| 15298.57406 | 1 | 0.1% | |
| 23.77116692 | 1 | 0.1% | |
| 30038.76072 | 1 | 0.1% | |
| 28.96196948 | 1 | 0.1% | |
| 2250.936454 | 1 | 0.1% | |
| 3.285267477 | 1 | 0.1% | |
| 20.90534894 | 1 | 0.1% | |
| 7133.653139 | 1 | 0.1% | |
| 18.46320326 | 1 | 0.1% | |
| 105.5924884 | 1 | 0.1% | |
| 58.03197574 | 1 | 0.1% | |
| 46.1394605 | 1 | 0.1% | |
| 1146.229925 | 1 | 0.1% | |
| 2.279449059 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.901746483 | 1 | 0.1% | |
| 0.921442971 | 1 | 0.1% | |
| 0.924093514 | 1 | 0.1% | |
| 0.943681503 | 1 | 0.1% | |
| 0.991413163 | 1 | 0.1% | |
| 1.006302079 | 1 | 0.1% | |
| 1.021552775 | 1 | 0.1% | |
| 1.047257721 | 1 | 0.1% | |
| 1.048823515 | 1 | 0.1% | |
| 1.075576312 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 125154.9912 | 1 | 0.1% | |
| 119032.8771 | 1 | 0.1% | |
| 114105.0221 | 1 | 0.1% | |
| 112785.3933 | 1 | 0.1% | |
| 112522.4286 | 1 | 0.1% | |
| 111245.0382 | 1 | 0.1% | |
| 111171.9716 | 1 | 0.1% | |
| 104189.8153 | 1 | 0.1% | |
| 103144.5393 | 1 | 0.1% | |
| 96748.96653 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8191.46084513544 |
|---|---|
| Minimum | 0.914413659 |
| Maximum | 119604.6567 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.914413659 |
|---|---|
| 5-th percentile | 1.736340398 |
| Q1 | 16.08375961 |
| median | 264.3074209 |
| Q3 | 4062.125508 |
| 95-th percentile | 52247.87197 |
| Maximum | 119604.6567 |
| Range | 119603.7423 |
| Interquartile range (IQR) | 4046.041748 |
Descriptive statistics
| Standard deviation | 19410.50988 |
|---|---|
| Coefficient of variation (CV) | 2.369602962 |
| Kurtosis | 10.64614777 |
| Mean | 8191.460845 |
| Median Absolute Deviation (MAD) | 262.5265191 |
| Skewness | 3.202503209 |
| Sum | 9928050.544 |
| Variance | 376767893.9 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 3.390811233 | 1 | 0.1% | |
| 22.2676191 | 1 | 0.1% | |
| 44946.67469 | 1 | 0.1% | |
| 81802.05128 | 1 | 0.1% | |
| 642.421588 | 1 | 0.1% | |
| 209.1076598 | 1 | 0.1% | |
| 3.312510085 | 1 | 0.1% | |
| 843.1157702 | 1 | 0.1% | |
| 67.85246129 | 1 | 0.1% | |
| 6.714875629 | 1 | 0.1% | |
| 10933.63927 | 1 | 0.1% | |
| 11.56935027 | 1 | 0.1% | |
| 487.9532523 | 1 | 0.1% | |
| 8032.130815 | 1 | 0.1% | |
| 19.09467166 | 1 | 0.1% | |
| 3.625190653 | 1 | 0.1% | |
| 19.54027528 | 1 | 0.1% | |
| 41936.93524 | 1 | 0.1% | |
| 6102.365013 | 1 | 0.1% | |
| 797.9320102 | 1 | 0.1% | |
| 198.0964378 | 1 | 0.1% | |
| 1.616998454 | 1 | 0.1% | |
| 51.75919755 | 1 | 0.1% | |
| 2.876102199 | 1 | 0.1% | |
| 3371.077001 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.914413659 | 1 | 0.1% | |
| 0.92748814 | 1 | 0.1% | |
| 0.943490543 | 1 | 0.1% | |
| 0.991466707 | 1 | 0.1% | |
| 1.006702806 | 1 | 0.1% | |
| 1.038732465 | 1 | 0.1% | |
| 1.042919327 | 1 | 0.1% | |
| 1.047226457 | 1 | 0.1% | |
| 1.077627401 | 1 | 0.1% | |
| 1.079638805 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 119604.6567 | 1 | 0.1% | |
| 117467.2468 | 1 | 0.1% | |
| 115445.4792 | 1 | 0.1% | |
| 114295.8494 | 1 | 0.1% | |
| 112794.9012 | 1 | 0.1% | |
| 111248.0806 | 1 | 0.1% | |
| 109086.9309 | 1 | 0.1% | |
| 106711.0586 | 1 | 0.1% | |
| 103051.6462 | 1 | 0.1% | |
| 97201.93417 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8115.769160479535 |
|---|---|
| Minimum | 0.712332628 |
| Maximum | 144917.298 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.712332628 |
|---|---|
| 5-th percentile | 1.742048718 |
| Q1 | 15.324778 |
| median | 269.513532 |
| Q3 | 3974.134863 |
| 95-th percentile | 52123.61534 |
| Maximum | 144917.298 |
| Range | 144916.5857 |
| Interquartile range (IQR) | 3958.810086 |
Descriptive statistics
| Standard deviation | 19311.31027 |
|---|---|
| Coefficient of variation (CV) | 2.379479984 |
| Kurtosis | 11.69129516 |
| Mean | 8115.76916 |
| Median Absolute Deviation (MAD) | 267.7340653 |
| Skewness | 3.281080607 |
| Sum | 9836312.223 |
| Variance | 372926704.3 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 11258.88434 | 1 | 0.1% | |
| 1534.246859 | 1 | 0.1% | |
| 1.156767788 | 1 | 0.1% | |
| 92274.7735 | 1 | 0.1% | |
| 40639.44598 | 1 | 0.1% | |
| 2.30314392 | 1 | 0.1% | |
| 41.6563282 | 1 | 0.1% | |
| 144917.298 | 1 | 0.1% | |
| 1.078548568 | 1 | 0.1% | |
| 22088.26142 | 1 | 0.1% | |
| 245.1526797 | 1 | 0.1% | |
| 32.34156462 | 1 | 0.1% | |
| 58724.97728 | 1 | 0.1% | |
| 9.709806471 | 1 | 0.1% | |
| 2.176482457 | 1 | 0.1% | |
| 966.27668 | 1 | 0.1% | |
| 1929.135756 | 1 | 0.1% | |
| 1.878190566 | 1 | 0.1% | |
| 120.9906791 | 1 | 0.1% | |
| 887.3641766 | 1 | 0.1% | |
| 1.416580435 | 1 | 0.1% | |
| 75627.68223 | 1 | 0.1% | |
| 14.17418279 | 1 | 0.1% | |
| 1.556667449 | 1 | 0.1% | |
| 15160.30538 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.712332628 | 1 | 0.1% | |
| 0.728616713 | 1 | 0.1% | |
| 0.901746629 | 1 | 0.1% | |
| 0.943556554 | 1 | 0.1% | |
| 0.989879735 | 1 | 0.1% | |
| 1.000388766 | 1 | 0.1% | |
| 1.014751087 | 1 | 0.1% | |
| 1.044559304 | 1 | 0.1% | |
| 1.048302541 | 1 | 0.1% | |
| 1.055859506 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 144917.298 | 1 | 0.1% | |
| 133487.2081 | 1 | 0.1% | |
| 119032.785 | 1 | 0.1% | |
| 114104.9645 | 1 | 0.1% | |
| 112800.4413 | 1 | 0.1% | |
| 111246.1516 | 1 | 0.1% | |
| 105782.0626 | 1 | 0.1% | |
| 94237.54733 | 1 | 0.1% | |
| 92628.36724 | 1 | 0.1% | |
| 92274.7735 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8113.476133145478 |
|---|---|
| Minimum | 0.783091612 |
| Maximum | 150204.1767 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.783091612 |
|---|---|
| 5-th percentile | 1.742119548 |
| Q1 | 15.32171635 |
| median | 269.1711245 |
| Q3 | 3974.133197 |
| 95-th percentile | 52123.61727 |
| Maximum | 150204.1767 |
| Range | 150203.3936 |
| Interquartile range (IQR) | 3958.811481 |
Descriptive statistics
| Standard deviation | 19318.87104 |
|---|---|
| Coefficient of variation (CV) | 2.38108435 |
| Kurtosis | 11.85365086 |
| Mean | 8113.476133 |
| Median Absolute Deviation (MAD) | 267.3906347 |
| Skewness | 3.293716003 |
| Sum | 9833533.073 |
| Variance | 373218778.3 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 85350.81444 | 1 | 0.1% | |
| 53.83078792 | 1 | 0.1% | |
| 134.947088 | 1 | 0.1% | |
| 1929.136432 | 1 | 0.1% | |
| 44700.86331 | 1 | 0.1% | |
| 52989.75842 | 1 | 0.1% | |
| 1.765217688 | 1 | 0.1% | |
| 2470.596976 | 1 | 0.1% | |
| 486.3416777 | 1 | 0.1% | |
| 10698.99343 | 1 | 0.1% | |
| 2157.134327 | 1 | 0.1% | |
| 555.7409125 | 1 | 0.1% | |
| 425.1557686 | 1 | 0.1% | |
| 1039.380228 | 1 | 0.1% | |
| 1.305880638 | 1 | 0.1% | |
| 347.214799 | 1 | 0.1% | |
| 35.52866858 | 1 | 0.1% | |
| 899.1673862 | 1 | 0.1% | |
| 1770.784769 | 1 | 0.1% | |
| 70.96284429 | 1 | 0.1% | |
| 16.31223651 | 1 | 0.1% | |
| 5207.433455 | 1 | 0.1% | |
| 273.1370403 | 1 | 0.1% | |
| 84210.16892 | 1 | 0.1% | |
| 6168.598523 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.783091612 | 1 | 0.1% | |
| 0.783532836 | 1 | 0.1% | |
| 0.9017466 | 1 | 0.1% | |
| 0.943580819 | 1 | 0.1% | |
| 0.99017761 | 1 | 0.1% | |
| 0.998500653 | 1 | 0.1% | |
| 1.001487858 | 1 | 0.1% | |
| 1.022512527 | 1 | 0.1% | |
| 1.041047766 | 1 | 0.1% | |
| 1.048064831 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 150204.1767 | 1 | 0.1% | |
| 129555.7262 | 1 | 0.1% | |
| 119032.8035 | 1 | 0.1% | |
| 114104.9763 | 1 | 0.1% | |
| 112797.9445 | 1 | 0.1% | |
| 111245.9006 | 1 | 0.1% | |
| 105196.2884 | 1 | 0.1% | |
| 94237.70912 | 1 | 0.1% | |
| 92940.99002 | 1 | 0.1% | |
| 92641.61301 | 1 | 0.1% |
| Distinct count | 1212 |
|---|---|
| Unique (%) | 100.0% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Infinite | 0 |
| Infinite (%) | 0.0% |
| Mean | 8176.080550042411 |
|---|---|
| Minimum | 0.914418127 |
| Maximum | 119604.7623 |
| Zeros | 0 |
| Zeros (%) | 0.0% |
| Memory size | 9.6 KiB |
Quantile statistics
| Minimum | 0.914418127 |
|---|---|
| 5-th percentile | 1.730084527 |
| Q1 | 16.28529837 |
| median | 264.3082013 |
| Q3 | 4035.217934 |
| 95-th percentile | 53178.02735 |
| Maximum | 119604.7623 |
| Range | 119603.8479 |
| Interquartile range (IQR) | 4018.932635 |
Descriptive statistics
| Standard deviation | 19341.82287 |
|---|---|
| Coefficient of variation (CV) | 2.36565953 |
| Kurtosis | 10.53788535 |
| Mean | 8176.08055 |
| Median Absolute Deviation (MAD) | 262.5501066 |
| Skewness | 3.189966106 |
| Sum | 9909409.627 |
| Variance | 374106111.9 |
Histogram with fixed size bins (bins=10)
| Value | Count | Frequency (%) | |
| 58.79885945 | 1 | 0.1% | |
| 486.5268648 | 1 | 0.1% | |
| 675.7067619 | 1 | 0.1% | |
| 382.135221 | 1 | 0.1% | |
| 3371.41489 | 1 | 0.1% | |
| 37644.03512 | 1 | 0.1% | |
| 3158.106704 | 1 | 0.1% | |
| 22723.51006 | 1 | 0.1% | |
| 13589.63724 | 1 | 0.1% | |
| 6.526095444 | 1 | 0.1% | |
| 429.9920244 | 1 | 0.1% | |
| 4010.20223 | 1 | 0.1% | |
| 1237.176883 | 1 | 0.1% | |
| 731.7810297 | 1 | 0.1% | |
| 1.205288907 | 1 | 0.1% | |
| 177.8004999 | 1 | 0.1% | |
| 92775.91928 | 1 | 0.1% | |
| 3.618040054 | 1 | 0.1% | |
| 11945.21367 | 1 | 0.1% | |
| 3062.807469 | 1 | 0.1% | |
| 58.58835946 | 1 | 0.1% | |
| 29.62708714 | 1 | 0.1% | |
| 964.240175 | 1 | 0.1% | |
| 17.66983559 | 1 | 0.1% | |
| 1.098211578 | 1 | 0.1% | |
| Other values (1187) | 1187 | 97.9% |
| Value | Count | Frequency (%) | |
| 0.914418127 | 1 | 0.1% | |
| 0.942690903 | 1 | 0.1% | |
| 0.990991396 | 1 | 0.1% | |
| 0.991293141 | 1 | 0.1% | |
| 1.006539566 | 1 | 0.1% | |
| 1.038737201 | 1 | 0.1% | |
| 1.042918194 | 1 | 0.1% | |
| 1.047236952 | 1 | 0.1% | |
| 1.076297606 | 1 | 0.1% | |
| 1.079616598 | 1 | 0.1% |
| Value | Count | Frequency (%) | |
| 119604.7623 | 1 | 0.1% | |
| 118251.6044 | 1 | 0.1% | |
| 115443.4094 | 1 | 0.1% | |
| 111267.0743 | 1 | 0.1% | |
| 110592.7039 | 1 | 0.1% | |
| 109087.9134 | 1 | 0.1% | |
| 106710.9208 | 1 | 0.1% | |
| 106669.3828 | 1 | 0.1% | |
| 103051.6595 | 1 | 0.1% | |
| 97201.92333 | 1 | 0.1% |
target
Boolean
| Distinct count | 2 |
|---|---|
| Unique (%) | 0.2% |
| Missing | 0 |
| Missing (%) | 0.0% |
| Memory size | 9.6 KiB |
| 1 | |
|---|---|
| 0 |
| Value | Count | Frequency (%) | |
| 1 | 612 | 50.5% | |
| 0 | 600 | 49.5% |
Pearson's r
The Pearson's correlation coefficient (r) is a measure of linear correlation between two variables. It's value lies between -1 and +1, -1 indicating total negative linear correlation, 0 indicating no linear correlation and 1 indicating total positive linear correlation. Furthermore, r is invariant under separate changes in location and scale of the two variables, implying that for a linear function the angle to the x-axis does not affect r.To calculate r for two variables X and Y, one divides the covariance of X and Y by the product of their standard deviations.
Spearman's ρ
The Spearman's rank correlation coefficient (ρ) is a measure of monotonic correlation between two variables, and is therefore better in catching nonlinear monotonic correlations than Pearson's r. It's value lies between -1 and +1, -1 indicating total negative monotonic correlation, 0 indicating no monotonic correlation and 1 indicating total positive monotonic correlation.To calculate ρ for two variables X and Y, one divides the covariance of the rank variables of X and Y by the product of their standard deviations.
Kendall's τ
Similarly to Spearman's rank correlation coefficient, the Kendall rank correlation coefficient (τ) measures ordinal association between two variables. It's value lies between -1 and +1, -1 indicating total negative correlation, 0 indicating no correlation and 1 indicating total positive correlation.To calculate τ for two variables X and Y, one determines the number of concordant and discordant pairs of observations. τ is given by the number of concordant pairs minus the discordant pairs divided by the total number of pairs.
Phik (φk)
Phik (φk) is a new and practical correlation coefficient that works consistently between categorical, ordinal and interval variables, captures non-linear dependency and reverts to the Pearson correlation coefficient in case of a bivariate normal input distribution. There is extensive documentation available here.First rows
| X84 | X54 | X71 | X46 | X45 | X40 | X23 | X81 | X11 | X1 | X19 | X31 | X74 | X34 | X91 | X5 | X77 | X78 | X13 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 0 | 1327.570374 | 1326.167313 | 1327.511515 | 1321.584556 | 1320.396218 | 1309.834252 | 943.205586 | 1327.565912 | 1264.622905 | 1317.265789 | 1059.903502 | 1237.176883 | 1327.538762 | 1275.041652 | 1327.574821 | 1306.315588 | 1327.554597 | 1327.558232 | 1237.176883 | 0 |
| 1 | 7121.301309 | 7121.936252 | 7121.316858 | 7124.839606 | 7125.686661 | 7134.124648 | 7613.565031 | 7121.302229 | 8904.972822 | 7329.967624 | 8282.596458 | 7209.752809 | 7121.308994 | 7167.768079 | 7121.300517 | 7613.565031 | 7121.304863 | 7121.303980 | 9860.900909 | 1 |
| 2 | 807.563211 | 812.041748 | 807.771232 | 825.716118 | 829.180228 | 859.307748 | 894.904461 | 807.579733 | 818.309981 | 809.421410 | 851.021087 | 1056.358634 | 807.676684 | 954.977918 | 807.546268 | 811.321016 | 807.620659 | 807.607617 | 822.806512 | 1 |
| 3 | 53263.412680 | 45460.162180 | 47224.457710 | 45369.401550 | 45364.214660 | 45347.722720 | 45335.084220 | 54632.846840 | 45334.315160 | 45334.208880 | 45334.658930 | 45337.409840 | 48382.735310 | 45339.387860 | 47933.768350 | 45334.233050 | 50250.754250 | 51099.881030 | 45334.365220 | 1 |
| 4 | 1.656020 | 1.810237 | 1.801010 | 1.810343 | 1.810347 | 1.810356 | 1.810359 | 1.690747 | 1.810359 | 1.810359 | 1.810359 | 1.810359 | 1.790275 | 1.810359 | 1.784444 | 1.810359 | 1.767211 | 1.754683 | 1.810359 | 0 |
| 5 | 2.077366 | 2.725220 | 2.109765 | 2.403987 | 2.352379 | 2.192789 | 2.080028 | 2.080028 | 2.074227 | 2.073517 | 2.076740 | 2.099286 | 2.095239 | 2.116499 | 2.074579 | 2.073671 | 2.086509 | 2.084456 | 2.074579 | 1 |
| 6 | 419.961291 | 382.943099 | 412.683873 | 382.281320 | 382.253187 | 382.175667 | 382.136167 | 453.945795 | 382.135177 | 382.135104 | 382.135551 | 382.141024 | 440.130065 | 382.146352 | 390.611288 | 382.135117 | 492.234969 | 518.463279 | 382.135221 | 1 |
| 7 | 1384.187230 | 1385.116783 | 1384.235695 | 1387.741373 | 1388.388609 | 1393.880169 | 1550.105555 | 1384.191288 | 1469.246141 | 1400.189621 | 1707.826587 | 1427.791651 | 1384.214136 | 1410.603461 | 1384.182931 | 1415.406761 | 1384.201073 | 1384.197984 | 1502.985023 | 1 |
| 8 | 685.826984 | 685.864334 | 685.827529 | 686.094827 | 686.169600 | 687.000335 | 762.930229 | 685.827009 | 689.845197 | 686.169600 | 714.627041 | 696.584541 | 685.827232 | 690.966868 | 685.826965 | 686.744272 | 685.827091 | 685.827062 | 692.401647 | 1 |
| 9 | 6121.110997 | 6689.913702 | 6328.153971 | 6229.556770 | 6207.407882 | 6142.706615 | 6103.879320 | 6135.675671 | 6102.472610 | 6102.338259 | 6103.042933 | 6109.539079 | 6229.556770 | 6115.136898 | 6107.242980 | 6102.365013 | 6174.005315 | 6161.526228 | 6102.546057 | 1 |
Last rows
| X84 | X54 | X71 | X46 | X45 | X40 | X23 | X81 | X11 | X1 | X19 | X31 | X74 | X34 | X91 | X5 | X77 | X78 | X13 | target | |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| 1202 | 40099.150090 | 39730.087520 | 40086.264940 | 38373.350610 | 38006.750460 | 34618.774100 | 39130.976420 | 40098.251980 | 40004.088220 | 40086.264940 | 39651.498240 | 35578.640890 | 40092.421850 | 32044.497980 | 40100.000520 | 40069.987990 | 40095.877680 | 40096.651920 | 39958.904900 | 0 |
| 1203 | 1048.746041 | 1049.201911 | 1048.772772 | 1050.388069 | 1050.672539 | 1053.025957 | 1113.140212 | 1048.748401 | 1216.352534 | 1082.776766 | 1170.591962 | 1066.729580 | 1048.761147 | 1059.891655 | 1048.743453 | 1113.140212 | 1048.753941 | 1048.752210 | 1279.298449 | 1 |
| 1204 | 6706.398288 | 6658.960448 | 8816.215755 | 6586.807697 | 6583.782576 | 6575.499810 | 6571.353555 | 6829.740591 | 6571.253742 | 6571.246609 | 6571.291118 | 6571.853715 | 7745.015635 | 6572.408616 | 6601.009827 | 6571.247884 | 7184.944687 | 7065.646936 | 6571.258101 | 1 |
| 1205 | 30718.292410 | 24373.594970 | 29645.063150 | 29400.568970 | 29645.063150 | 30363.007540 | 30800.259910 | 30641.693980 | 30816.623170 | 30818.222380 | 30809.947710 | 30735.572200 | 30153.421340 | 30672.181600 | 30791.864390 | 30817.901230 | 30441.548920 | 30506.547460 | 30815.756800 | 0 |
| 1206 | 2.842037 | 2.843870 | 2.842138 | 2.848851 | 2.850063 | 2.860224 | 3.134838 | 2.842046 | 2.951865 | 2.863455 | 3.248032 | 2.921241 | 2.842093 | 2.890542 | 2.842028 | 2.883227 | 2.842066 | 2.842060 | 2.994326 | 1 |
| 1207 | 847.370574 | 677.204589 | 844.598969 | 822.446853 | 827.783878 | 841.548382 | 847.398011 | 847.235113 | 847.493647 | 847.498845 | 847.460491 | 846.810405 | 846.085767 | 846.085767 | 847.475290 | 847.498008 | 846.810405 | 846.957176 | 847.490132 | 0 |
| 1208 | 24706.539160 | 24739.984180 | 24707.488680 | 24879.823160 | 24919.354200 | 25301.036290 | 26367.035130 | 24706.599320 | 24847.632690 | 24724.565870 | 25436.618960 | 28483.062150 | 24707.019380 | 26745.703580 | 24706.485310 | 24747.626940 | 24706.765980 | 24706.710750 | 24919.354200 | 1 |
| 1209 | 848.532731 | 800.514614 | 893.658629 | 798.403708 | 798.313388 | 798.063753 | 797.935489 | 893.658629 | 797.932210 | 797.931966 | 797.933453 | 797.951402 | 979.027897 | 797.968765 | 809.363718 | 797.932010 | 1021.907515 | 979.027897 | 797.932357 | 1 |
| 1210 | 906.419801 | 907.277881 | 906.433672 | 912.277860 | 913.867251 | 931.151387 | 988.545319 | 906.420476 | 911.027639 | 906.837107 | 937.860923 | 1120.933409 | 906.426223 | 1010.825091 | 906.419280 | 907.510841 | 906.422598 | 906.421864 | 913.867251 | 1 |
| 1211 | 190.529714 | 190.520199 | 190.529556 | 190.465632 | 190.448384 | 190.261918 | 175.133866 | 190.529706 | 189.109512 | 190.398712 | 180.971139 | 188.242214 | 190.529640 | 189.410678 | 190.529720 | 190.189845 | 190.529682 | 190.529690 | 188.242214 | 0 |